{"id":"W2047956263","doi":"10.1097/00128594-200501000-00002","title":"Thermodetection of Lung Cancer-Hot Stuff?","year":2005,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Lung cancer; Cancer; Confidence interval; Radiology; Bronchoscopy; Lymph; Pathology; Nuclear medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001333903,0.00006716351,0.0002979342,0.00009650235,0.00001631403,0.000002302543,0.00004840102,0.00006129595,0.000374825],"category_scores_gemma":[0.00001833356,0.00004737275,0.0001212647,0.00006496137,0.00003460224,0.00005784265,0.000009314144,0.0001451803,0.000003169735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003324425,"about_ca_system_score_gemma":0.0001156771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004404661,"about_ca_topic_score_gemma":0.00003792734,"domain_scores_codex":[0.9993213,0.00002916241,0.0003211066,0.00007412221,0.0001460686,0.0001082687],"domain_scores_gemma":[0.9993377,0.00003585976,0.0003077169,0.0001066887,0.0001463234,0.000065701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002865748,0.002966126,0.4518826,0.0002266933,0.002282976,0.0002420499,0.00183651,0.001028977,0.04552462,0.0002626279,0.03219562,0.4586855],"study_design_scores_gemma":[0.01108745,0.00377857,0.8917626,0.000455122,0.001209947,0.001404995,0.00009968092,0.0003627357,0.05698514,0.00007535109,0.03264077,0.0001376002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876403,0.006570763,0.000140263,0.003946597,0.0003630218,0.00009568776,0.000002235914,0.000004720108,0.001236412],"genre_scores_gemma":[0.9966534,0.001732001,0.0004153686,0.000399506,0.0006105341,0.00000508683,4.074656e-7,0.000009209027,0.0001744569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4585479,"threshold_uncertainty_score":0.4104071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408343468434897,"score_gpt":0.3408645506796835,"score_spread":0.3267811159953345,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}